Data Scientist
Remote - United States
Olive
Olive is purpose-built for healthcare, improving operational efficiency for provider and payer teams with intelligent automation.Olive is changing healthcare by bringing solutions to all members of the healthcare space: patients, providers, and payers. Olive drives connections across the three sides of the market, shining a new light on the broken processes that stand between providers and patient care. Olive leverages AI and direct-from-source data to reveal life-changing insights that make healthcare more efficient, affordable and effective. Olive is connecting the entire healthcare system, so we can all have a healthier tomorrow.
Olive is empowering patients to take control of their healthcare. By building a patient-first experience, Olive's app will put their own health, finances, and care into the palm of each patient's hand. Whether you're responsible for yourself, your family, or your parents, Olive wants to help you make confident and informed choices. We are at the beginning of a journey to transform the patient experience. The first step in this journey is to improve one of the worst parts of the patient experience. Olive is taking on the financial side of healthcare--and making it simple, transparent, and effortless. And we're looking for passionate, driven teammates to join us.
Responsibilities:
- Develop models to improve the patient payment experience, bringing confidence, security, and informed decisions to the patient
- Developing proofs of concept
- Testing, assessing, and choosing models among competitors
- Pushing models to a staging environment for testing
- Pushing models into production
- Monitoring models in production
- Updating models as needed to improve performance
- Understand and maintain data pipelines from raw sources to feature stores for models
- Communicate within the team on project status / blockers to get help when needed and render aid when able
- Adhere to security and data protection policies
- Lead technical discussions and mentor junior team members
- Communicate to stakeholders outside the team project status & risks
- Review processes and recommend changes to improve operations
Requirements
- Ability to collaborate with colleagues, management, and clients to solve complex problems
- Ability to deliver quickly, learn, iterate, and maintain machine learning products
- Data analysis, visualization, and communication
- Experience with machine learning operations
- Ability to complete work that is of high quality and documented for colleagues to onboard to the project
- Ability to collaborate with colleagues and colleagues to solve complex problems
- Ability to review code in a constructive and collaborative manner
- Experience and/or training equivalent to Masters in a Machine Learning-adjacent field
- Experience solving general problems with data
- Experience with machine learning operations
- Curiosity and a desire to explore, experiment, and learn
Preferred Skills/Experience Nice to Have:
- SQL ( NoSQL nice-to-have)
- Python for data science (e.g. pandas, scikit-learn, keras, Tensorflow 2+, py/Flask, spacy and Numpy)
- Experience with object oriented programming preferred
- Version control for code (Git preferred)
- Experience with AWS preferred (e.g. Lambda, S3)
- Experience with cloud-based compute preferred (e.g. Databricks)
- Experience with Agile development, continuous integration, testing, deployment & release methodologies
- Familiarity with HIPAA and the importance of privacy of patient data is a bonus
At Olive, we're committed to growing and empowering an inclusive community within our company and industry. This is why we hire and cultivate diverse teams of the best and brightest from all backgrounds, experiences, and perspectives across our organization. Research shows that oftentimes women and other minority groups only apply to open roles if they meet 100% of the listed criteria. Olive encourages everyone — including women, people of color, individuals with disabilities and those in the LGBTQIA+ community — to apply for our available positions, even if they don't necessarily check every box on the job description.
Disclaimer:
This job description is not designed to cover or contain a comprehensive listing of activities, duties or responsibilities that are required of the employee. Duties, responsibilities and activities may change or new ones may be assigned.This job description does not constitute a contract of employment and Olive AI, Inc. may exercise its employment-at-will rights at any time.
Benefits
We take the health and happiness of our employees seriously and consistently evaluate new ways to provide an amazing place to work. From retirement planning, to a wellness program designed to actively incorporate mental and physical wellness into daily interactions amongst fellow Olivians, we make sure to take care of our own.
- Health, Dental, and Vision insurance that starts on your first day at Olive with 100% of premiums covered for team members and 75% covered for dependents
- Monthly Grid stipend to cover work related expenses
- Unlimited PTO
- Telemedicine
- EAP/Mental health resources
- Getaways by Marriott Bonvoy
- Family-building and fertility support via Kindbody
- 12 weeks of parental leave
- 401(K) match
- Wellness program
- Stock Options
Tags: Agile AWS Data analysis Databricks Data pipelines Flask Git Keras Lambda Machine Learning NoSQL NumPy Pandas Pipelines Python Research Scikit-learn Security spaCy SQL TensorFlow Testing
Perks/benefits: 401(k) matching Career development Equity Fertility benefits Health care Parental leave Salary bonus Team events Unlimited paid time off Wellness
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Marketing Data Analyst jobs
- Open MLOps Engineer jobs
- Open Junior Data Scientist jobs
- Open AI Engineer jobs
- Open Data Engineer II jobs
- Open Senior Data Architect jobs
- Open Sr Data Engineer jobs
- Open Senior Business Intelligence Analyst jobs
- Open Data Analytics Engineer jobs
- Open Power BI Developer jobs
- Open Manager, Data Engineering jobs
- Open Product Data Analyst jobs
- Open Principal Data Engineer jobs
- Open Business Data Analyst jobs
- Open Data Quality Analyst jobs
- Open Data Manager jobs
- Open Sr. Data Scientist jobs
- Open Data Scientist II jobs
- Open Big Data Engineer jobs
- Open Business Intelligence Developer jobs
- Open Data Analyst Intern jobs
- Open Principal Data Scientist jobs
- Open ETL Developer jobs
- Open Azure Data Engineer jobs
- Open Data Product Manager jobs
- Open Business Intelligence-related jobs
- Open Data quality-related jobs
- Open Privacy-related jobs
- Open Data management-related jobs
- Open GCP-related jobs
- Open Java-related jobs
- Open ML models-related jobs
- Open Finance-related jobs
- Open Data visualization-related jobs
- Open Deep Learning-related jobs
- Open APIs-related jobs
- Open PyTorch-related jobs
- Open PhD-related jobs
- Open Consulting-related jobs
- Open TensorFlow-related jobs
- Open Snowflake-related jobs
- Open NLP-related jobs
- Open Data governance-related jobs
- Open Data warehouse-related jobs
- Open Airflow-related jobs
- Open Hadoop-related jobs
- Open Databricks-related jobs
- Open LLMs-related jobs
- Open DevOps-related jobs
- Open CI/CD-related jobs